VLSI Architecture Design for Adder Convolution Neural Network Accelerator

Mingyong Zhuang, Xinhui Liao, Huhong Wu,Jianyang Zhou,Zichao Guo

2021 IEEE 15th International Conference on Anti-counterfeiting, Security, and Identification (ASID)（2021）

引用 2|浏览0

暂无评分

摘要

Convolution Neural Network (ConvNet) achieved good performance in a variety of image processing tasks. How-ever, a large number of multiplication operations in convolution layers affect mobile device deployment of the ConvNet. Recently, an Adder Convolution Network (AdderNet) was proposed to reduce the multiplication operations of common convolutional neural networks. In this paper, we analyzed di...

查看译文

关键词

Convolution,Neural networks,Very large scale integration,Table lookup,System-on-chip,Convolutional neural networks,Security

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要